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inst_cluster_installation.rst

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Pre-requirements for on-cluster deploying

Legion Platform can be deployed on top of Kuberenetes cluster using HELM tool.

Requirements

Kubernetes cluster

Legion platform could be deployed on bare-metal / PaaS Kubernetes cluster.

Important

Kubernetes version required: at least 1.11.

Installed HELM tool

Entire Legion platform is distributed as a HELM Chart and Docker images (details in appropriate chapter) and you have to use HELM tool to deploy legion on your cluster.

Currently Legion supports HELM (client and server) version 2 (at least 2.10 minor version).

Deploying

To deploy Legion on Kubernetes cluster, you have to:

  • Authorize on cluster
  • Ensure that HELM is Installed
  • Create configuration file for Legion HELM chart, e.g. values.yaml using according chapter or use predefined example.
  • Install Legion HELM chart using configuration file
helm install legion -f values.yaml --name legion --repo https://github.com/legion-platform/legion-helm-charts

That's all, starting this moment, you can:

  • To manage model trainings
  • To manage model packaging
  • To manage model deployments
  • To ask deployed models for prediction
  • To make A/B tests for model deployments
  • To analyze train and performance metrics
  • To send feedback for previously made predictions